mountain_ner

Mountain NER Model

This repository contains a NER model for recognizing mountain names in text.

The model was trained on a custom learning dataset https://huggingface.co/datasets/slavik-ua/mountain_ner_dataset.

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📦 Model Weights

• The model weights are stored in this repository.
• You can load the model using the Hugging Face transformers library.

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🚀 Inference Example

from transformers import pipeline

MODEL_DIR = "your_username/mountain-ner-model"

nlp = pipeline(
    "ner",
    model=MODEL_DIR,
    tokenizer=MODEL_DIR,
    aggregation_strategy="simple"
)

sentence = "Mount Everest towers majestically over the Himalayas, attracting climbers from all over the world."
print(nlp(sentence))

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📚 Wikipedia Attribution (Required by CC BY-SA 4.0)

This model was trained using mountain names extracted from the Wikipedia page “List of mountains by elevation” (CC BY-SA 4.0). © Wikipedia contributors. Content is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License.

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📝 Notes

• The model is incomplete and intended only for learning and experimentation only.